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Towards evaluating the robustness of deep neural semantic segmentation networks with Feature-Guided Method Journal article
Xiao, Yatie, Pun, Chi Man, Chen, Kongyang. Towards evaluating the robustness of deep neural semantic segmentation networks with Feature-Guided Method[J]. Knowledge-Based Systems, 2023, 281, 111063.
Authors:  Xiao, Yatie;  Pun, Chi Man;  Chen, Kongyang
Favorite | TC[WOS]:2 TC[Scopus]:3  IF:7.2/7.4 | Submit date：2024/01/02
Adversarial Attack  Deep Neural Networks  Feature Guide  Segmentation  
Improving adversarial attacks on deep neural networks via constricted gradient-based perturbations Journal article
Yatie Xiao, Chi Man Pun. Improving adversarial attacks on deep neural networks via constricted gradient-based perturbations[J]. Information Sciences, 2021, 571, 104-132.
Authors:  Yatie Xiao;  Chi Man Pun
Favorite | TC[WOS]:10 TC[Scopus]:15  IF:0/0 | Submit date：2021/12/08
Adversary  Constricted Strategy  Deep Neural Networks  Perturbations  
Fooling deep neural detection networks with adaptive object-oriented adversarial perturbation Journal article
Xiao, Yatie, Pun, Chi Man, Liu, Bo. Fooling deep neural detection networks with adaptive object-oriented adversarial perturbation[J]. Pattern Recognition, 2021, 115, 107903.
Authors:  Xiao, Yatie;  Pun, Chi Man;  Liu, Bo
Favorite | TC[WOS]:26 TC[Scopus]:30  IF:7.5/7.6 | Submit date：2021/12/08
Adaptive Object-oriented Perturbation  Adversarial Attack  Object Detection  
Adversarial example generation with adaptive gradient search for single and ensemble deep neural network Journal article
Xiao,Yatie, Pun,Chi Man, Liu,Bo. Adversarial example generation with adaptive gradient search for single and ensemble deep neural network[J]. Information Sciences, 2020, 528, 147-167.
Authors:  Xiao,Yatie;  Pun,Chi Man;  Liu,Bo
Favorite | TC[WOS]:24 TC[Scopus]:27  IF:0/0 | Submit date：2021/03/11
Deep Neural Networks  Adversarial Attack  Adaptive Gradient  Perturbation  
Crafting adversarial example with adaptive root mean square gradient on deep neural networks Journal article
Xiao,Yatie, Pun,Chi Man, Liu,Bo. Crafting adversarial example with adaptive root mean square gradient on deep neural networks[J]. NEUROCOMPUTING, 2020, 389, 179-195.
Authors:  Xiao,Yatie;  Pun,Chi Man;  Liu,Bo
Favorite | TC[WOS]:6 TC[Scopus]:9  IF:5.5/5.5 | Submit date：2021/03/11
Adversarial Example  Adaptive Gradient  Root Mean Square  Perturbation  
Generating Adversarial Perturbation with Root Mean Square Gradient Conference paper
Xiao, Yatie, Pun, Chi-Man, Zhou, Jiezhe. Generating Adversarial Perturbation with Root Mean Square Gradient[C], 2019.
Authors:  Xiao, Yatie;  Pun, Chi-Man;  Zhou, Jiezhe
Favorite |  | Submit date：2019/05/21